
The authors propose a novel approach to enhance data provenance and model transparency in federated learning systems with practical communication overhead, leveraging cryptographic techniques and efficient model management.


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Enhancing-Data-Provenance-and-Model-Transparency-in-Federated-Learning-Systems-A-Database-Approach


Enhancing Data Provenance and Model Transparency in Federated Learning Systems - A Database Approach


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Federated Learning systems can enhance data transparency and model trustworthiness through data provenance and cryptographic techniques.


federated-learning-systems-enhancing-data-provenance-and-model-transparency


Federated Learning Systems: Enhancing Data Provenance and Model Transparency
